Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 98913 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 15.5 MiB |
| Average record size in memory | 164.0 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 7 |
| Boolean | 4 |
type has constant value "user" | Constant |
country has a high cardinality: 200 distinct values | High cardinality |
countryCode has a high cardinality: 199 distinct values | High cardinality |
productsListed is highly overall correlated with productsSold and 1 other fields | High correlation |
productsSold is highly overall correlated with productsListed and 1 other fields | High correlation |
productsPassRate is highly overall correlated with productsListed and 1 other fields | High correlation |
seniority is highly overall correlated with seniorityAsMonths and 1 other fields | High correlation |
seniorityAsMonths is highly overall correlated with seniority and 1 other fields | High correlation |
seniorityAsYears is highly overall correlated with seniority and 1 other fields | High correlation |
gender is highly overall correlated with civilityGenderId and 1 other fields | High correlation |
civilityGenderId is highly overall correlated with gender and 1 other fields | High correlation |
civilityTitle is highly overall correlated with gender and 1 other fields | High correlation |
hasAnyApp is highly overall correlated with hasIosApp | High correlation |
hasIosApp is highly overall correlated with hasAnyApp | High correlation |
country is highly imbalanced (51.5%) | Imbalance |
hasAndroidApp is highly imbalanced (71.9%) | Imbalance |
hasProfilePicture is highly imbalanced (86.3%) | Imbalance |
countryCode is highly imbalanced (51.5%) | Imbalance |
socialNbFollowers is highly skewed (γ1 = 88.81691016) | Skewed |
socialNbFollows is highly skewed (γ1 = 220.8766787) | Skewed |
socialProductsLiked is highly skewed (γ1 = 244.1577429) | Skewed |
productsListed is highly skewed (γ1 = 64.89321853) | Skewed |
productsSold is highly skewed (γ1 = 41.59563253) | Skewed |
productsWished is highly skewed (γ1 = 49.25695941) | Skewed |
productsBought is highly skewed (γ1 = 84.79735987) | Skewed |
identifierHash has unique values | Unique |
socialProductsLiked has 82987 (83.9%) zeros | Zeros |
productsListed has 97189 (98.3%) zeros | Zeros |
productsSold has 96877 (97.9%) zeros | Zeros |
productsPassRate has 97979 (99.1%) zeros | Zeros |
productsWished has 89612 (90.6%) zeros | Zeros |
productsBought has 93494 (94.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-01-26 08:09:01.407363 |
|---|---|
| Analysis finished | 2023-01-26 08:09:42.257607 |
| Duration | 40.85 seconds |
| Software version | pandas-profiling vv3.6.3 |
| Download configuration | config.json |
identifierHash
Real number (ℝ)
| Distinct | 98913 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.692039 × 1015 |
| Minimum | -9.2231011 × 1018 |
|---|---|
| Maximum | 9.2233307 × 1018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 49466 |
| Negative (%) | 50.0% |
| Memory size | 772.9 KiB |
Quantile statistics
| Minimum | -9.2231011 × 1018 |
|---|---|
| 5-th percentile | -8.3003288 × 1018 |
| Q1 | -4.6228946 × 1018 |
| median | -1.3379888 × 1015 |
| Q3 | 4.6163881 × 1018 |
| 95-th percentile | 8.3059843 × 1018 |
| Maximum | 9.2233307 × 1018 |
| Range | -3.1221944 × 1014 |
| Interquartile range (IQR) | 9.2392827 × 1018 |
Descriptive statistics
| Standard deviation | 5.3308069 × 1018 |
|---|---|
| Coefficient of variation (CV) | -796.58933 |
| Kurtosis | -1.2018672 |
| Mean | -6.692039 × 1015 |
| Median Absolute Deviation (MAD) | 4.6192998 × 1018 |
| Skewness | 0.0011335638 |
| Sum | 2.1531336 × 1018 |
| Variance | 2.8417502 × 1037 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.097895248 × 1018 | 1 | < 0.1% |
| -8.773752927 × 1018 | 1 | < 0.1% |
| -4.676244826 × 1018 | 1 | < 0.1% |
| 5.290392635 × 1018 | 1 | < 0.1% |
| 6.984266913 × 1018 | 1 | < 0.1% |
| -7.469642864 × 1018 | 1 | < 0.1% |
| 3.30562579 × 1018 | 1 | < 0.1% |
| -1.503210116 × 1018 | 1 | < 0.1% |
| 5.445973843 × 1018 | 1 | < 0.1% |
| 2.428770951 × 1018 | 1 | < 0.1% |
| Other values (98903) | 98903 |
| Value | Count | Frequency (%) |
| -9.223101126 × 1018 | 1 | |
| -9.223057731 × 1018 | 1 | |
| -9.222867488 × 1018 | 1 | |
| -9.222666406 × 1018 | 1 | |
| -9.222346324 × 1018 | 1 | |
| -9.222209701 × 1018 | 1 | |
| -9.222051377 × 1018 | 1 | |
| -9.221953725 × 1018 | 1 | |
| -9.221801386 × 1018 | 1 | |
| -9.221290544 × 1018 | 1 |
| Value | Count | Frequency (%) |
| 9.223330728 × 1018 | 1 | |
| 9.223304665 × 1018 | 1 | |
| 9.222858252 × 1018 | 1 | |
| 9.222779374 × 1018 | 1 | |
| 9.222469665 × 1018 | 1 | |
| 9.222181005 × 1018 | 1 | |
| 9.221787149 × 1018 | 1 | |
| 9.221187815 × 1018 | 1 | |
| 9.221113475 × 1018 | 1 | |
| 9.220908268 × 1018 | 1 |
type
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 772.9 KiB |
| user |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 395652 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | user |
|---|---|
| 2nd row | user |
| 3rd row | user |
| 4th row | user |
| 5th row | user |
Common Values
| Value | Count | Frequency (%) |
| user | 98913 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| user | 98913 |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 98913 | |
| s | 98913 | |
| e | 98913 | |
| r | 98913 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 395652 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 98913 | |
| s | 98913 | |
| e | 98913 | |
| r | 98913 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 395652 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 98913 | |
| s | 98913 | |
| e | 98913 | |
| r | 98913 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 395652 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| u | 98913 | |
| s | 98913 | |
| e | 98913 | |
| r | 98913 |
country
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 200 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 772.9 KiB |
| France | |
|---|---|
| Etats-Unis | |
| Royaume-Uni | |
| Italie | |
| Allemagne | |
| Other values (195) |
Length
| Max length | 38 |
|---|---|
| Median length | 31 |
| Mean length | 8.0202804 |
| Min length | 4 |
Characters and Unicode
| Total characters | 793310 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 32 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Royaume-Uni |
|---|---|
| 2nd row | Monaco |
| 3rd row | France |
| 4th row | Etats-Unis |
| 5th row | Etats-Unis |
Common Values
| Value | Count | Frequency (%) |
| France | 25135 | |
| Etats-Unis | 20602 | |
| Royaume-Uni | 11310 | |
| Italie | 8015 | 8.1% |
| Allemagne | 6567 | 6.6% |
| Espagne | 5706 | 5.8% |
| Australie | 2719 | 2.7% |
| Danemark | 1892 | 1.9% |
| Suède | 1826 | 1.8% |
| Belgique | 1666 | 1.7% |
| Other values (190) | 13475 |
Length
| Value | Count | Frequency (%) |
| france | 25135 | |
| etats-unis | 20602 | |
| royaume-uni | 11310 | |
| italie | 8015 | 7.9% |
| allemagne | 6567 | 6.5% |
| espagne | 5706 | 5.6% |
| australie | 2719 | 2.7% |
| danemark | 1892 | 1.9% |
| suède | 1826 | 1.8% |
| belgique | 1666 | 1.6% |
| Other values (230) | 15624 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 97270 | 12.3% |
| e | 81974 | 10.3% |
| n | 79820 | 10.1% |
| s | 56683 | 7.1% |
| t | 53924 | 6.8% |
| i | 51865 | 6.5% |
| r | 34060 | 4.3% |
| - | 33448 | 4.2% |
| U | 32032 | 4.0% |
| l | 28628 | 3.6% |
| Other values (52) | 243606 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 623723 | |
| Uppercase Letter | 133944 | 16.9% |
| Dash Punctuation | 33448 | 4.2% |
| Space Separator | 2152 | 0.3% |
| Other Punctuation | 37 | < 0.1% |
| Open Punctuation | 3 | < 0.1% |
| Close Punctuation | 3 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 97270 | |
| e | 81974 | |
| n | 79820 | |
| s | 56683 | |
| t | 53924 | |
| i | 51865 | |
| r | 34060 | 5.5% |
| l | 28628 | 4.6% |
| c | 26344 | 4.2% |
| u | 22729 | 3.6% |
| Other values (20) | 90426 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 32032 | |
| E | 26369 | |
| F | 25813 | |
| R | 12275 | 9.2% |
| A | 10361 | 7.7% |
| I | 8885 | 6.6% |
| S | 3488 | 2.6% |
| B | 3481 | 2.6% |
| C | 2540 | 1.9% |
| P | 2119 | 1.6% |
| Other values (15) | 6581 | 4.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 30 | |
| . | 6 | 16.2% |
| / | 1 | 2.7% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 33448 |
Space Separator
| Value | Count | Frequency (%) |
| 2152 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 757667 | |
| Common | 35643 | 4.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 97270 | |
| e | 81974 | 10.8% |
| n | 79820 | 10.5% |
| s | 56683 | 7.5% |
| t | 53924 | 7.1% |
| i | 51865 | 6.8% |
| r | 34060 | 4.5% |
| U | 32032 | 4.2% |
| l | 28628 | 3.8% |
| E | 26369 | 3.5% |
| Other values (45) | 215042 |
Common
| Value | Count | Frequency (%) |
| - | 33448 | |
| 2152 | 6.0% | |
| ' | 30 | 0.1% |
| . | 6 | < 0.1% |
| ( | 3 | < 0.1% |
| ) | 3 | < 0.1% |
| / | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 789994 | |
| None | 3316 | 0.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 97270 | |
| e | 81974 | 10.4% |
| n | 79820 | 10.1% |
| s | 56683 | 7.2% |
| t | 53924 | 6.8% |
| i | 51865 | 6.6% |
| r | 34060 | 4.3% |
| - | 33448 | 4.2% |
| U | 32032 | 4.1% |
| l | 28628 | 3.6% |
| Other values (46) | 240290 |
None
| Value | Count | Frequency (%) |
| è | 2289 | |
| é | 803 | 24.2% |
| É | 147 | 4.4% |
| ï | 50 | 1.5% |
| ÃŽ | 19 | 0.6% |
| ç | 8 | 0.2% |
language
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 772.9 KiB |
| en | |
|---|---|
| fr | |
| it | |
| de | |
| es |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 197826 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | en |
|---|---|
| 2nd row | en |
| 3rd row | fr |
| 4th row | en |
| 5th row | en |
Common Values
| Value | Count | Frequency (%) |
| en | 51564 | |
| fr | 26372 | |
| it | 7766 | 7.9% |
| de | 7178 | 7.3% |
| es | 6033 | 6.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| en | 51564 | |
| fr | 26372 | |
| it | 7766 | 7.9% |
| de | 7178 | 7.3% |
| es | 6033 | 6.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 64775 | |
| n | 51564 | |
| f | 26372 | |
| r | 26372 | |
| i | 7766 | 3.9% |
| t | 7766 | 3.9% |
| d | 7178 | 3.6% |
| s | 6033 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 197826 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 64775 | |
| n | 51564 | |
| f | 26372 | |
| r | 26372 | |
| i | 7766 | 3.9% |
| t | 7766 | 3.9% |
| d | 7178 | 3.6% |
| s | 6033 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 197826 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 64775 | |
| n | 51564 | |
| f | 26372 | |
| r | 26372 | |
| i | 7766 | 3.9% |
| t | 7766 | 3.9% |
| d | 7178 | 3.6% |
| s | 6033 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 197826 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 64775 | |
| n | 51564 | |
| f | 26372 | |
| r | 26372 | |
| i | 7766 | 3.9% |
| t | 7766 | 3.9% |
| d | 7178 | 3.6% |
| s | 6033 | 3.0% |
socialNbFollowers
Real number (ℝ)
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4322688 |
| Minimum | 3 |
|---|---|
| Maximum | 744 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 772.9 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 744 |
| Range | 741 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.882383 |
|---|---|
| Coefficient of variation (CV) | 1.1311419 |
| Kurtosis | 14415.307 |
| Mean | 3.4322688 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 88.81691 |
| Sum | 339496 |
| Variance | 15.072898 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 84939 | |
| 4 | 8219 | 8.3% |
| 5 | 2720 | 2.7% |
| 6 | 813 | 0.8% |
| 7 | 539 | 0.5% |
| 8 | 336 | 0.3% |
| 9 | 235 | 0.2% |
| 10 | 164 | 0.2% |
| 11 | 121 | 0.1% |
| 12 | 99 | 0.1% |
| Other values (80) | 728 | 0.7% |
| Value | Count | Frequency (%) |
| 3 | 84939 | |
| 4 | 8219 | 8.3% |
| 5 | 2720 | 2.7% |
| 6 | 813 | 0.8% |
| 7 | 539 | 0.5% |
| 8 | 336 | 0.3% |
| 9 | 235 | 0.2% |
| 10 | 164 | 0.2% |
| 11 | 121 | 0.1% |
| 12 | 99 | 0.1% |
| Value | Count | Frequency (%) |
| 744 | 1 | |
| 353 | 1 | |
| 205 | 1 | |
| 176 | 1 | |
| 172 | 1 | |
| 167 | 2 | |
| 147 | 1 | |
| 137 | 1 | |
| 131 | 1 | |
| 130 | 1 |
socialNbFollows
Real number (ℝ)
| Distinct | 85 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.4256771 |
| Minimum | 0 |
|---|---|
| Maximum | 13764 |
| Zeros | 39 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 772.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 8 |
| median | 8 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 13764 |
| Range | 13764 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 52.839572 |
|---|---|
| Coefficient of variation (CV) | 6.2712553 |
| Kurtosis | 52718.389 |
| Mean | 8.4256771 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 220.87668 |
| Sum | 833409 |
| Variance | 2792.0204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 94893 | |
| 9 | 2386 | 2.4% |
| 10 | 618 | 0.6% |
| 11 | 260 | 0.3% |
| 12 | 148 | 0.1% |
| 13 | 94 | 0.1% |
| 15 | 55 | 0.1% |
| 14 | 53 | 0.1% |
| 7 | 52 | 0.1% |
| 0 | 39 | < 0.1% |
| Other values (75) | 315 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 39 | < 0.1% |
| 1 | 5 | < 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 6 | < 0.1% |
| 4 | 11 | < 0.1% |
| 5 | 11 | < 0.1% |
| 6 | 7 | < 0.1% |
| 7 | 52 | 0.1% |
| 8 | 94893 | |
| 9 | 2386 | 2.4% |
| Value | Count | Frequency (%) |
| 13764 | 1 | |
| 8268 | 1 | |
| 3649 | 1 | |
| 2013 | 1 | |
| 500 | 1 | |
| 482 | 1 | |
| 450 | 1 | |
| 431 | 1 | |
| 421 | 1 | |
| 209 | 1 |
socialProductsLiked
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 420 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4207435 |
| Minimum | 0 |
|---|---|
| Maximum | 51671 |
| Zeros | 82987 |
| Zeros (%) | 83.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 772.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8 |
| Maximum | 51671 |
| Range | 51671 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 181.03057 |
|---|---|
| Coefficient of variation (CV) | 40.950254 |
| Kurtosis | 67765.241 |
| Mean | 4.4207435 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 244.15774 |
| Sum | 437269 |
| Variance | 32772.067 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 82987 | |
| 1 | 5261 | 5.3% |
| 2 | 1898 | 1.9% |
| 3 | 1215 | 1.2% |
| 4 | 973 | 1.0% |
| 5 | 644 | 0.7% |
| 6 | 532 | 0.5% |
| 7 | 436 | 0.4% |
| 8 | 359 | 0.4% |
| 9 | 316 | 0.3% |
| Other values (410) | 4292 | 4.3% |
| Value | Count | Frequency (%) |
| 0 | 82987 | |
| 1 | 5261 | 5.3% |
| 2 | 1898 | 1.9% |
| 3 | 1215 | 1.2% |
| 4 | 973 | 1.0% |
| 5 | 644 | 0.7% |
| 6 | 532 | 0.5% |
| 7 | 436 | 0.4% |
| 8 | 359 | 0.4% |
| 9 | 316 | 0.3% |
| Value | Count | Frequency (%) |
| 51671 | 1 | |
| 16040 | 1 | |
| 7044 | 1 | |
| 5979 | 1 | |
| 5598 | 1 | |
| 5595 | 1 | |
| 5109 | 1 | |
| 3037 | 1 | |
| 2942 | 1 | |
| 2823 | 1 |
productsListed
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 65 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.093304217 |
| Minimum | 0 |
|---|---|
| Maximum | 244 |
| Zeros | 97189 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 772.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 244 |
| Range | 244 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.0501435 |
|---|---|
| Coefficient of variation (CV) | 21.972678 |
| Kurtosis | 5760.3013 |
| Mean | 0.093304217 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 64.893219 |
| Sum | 9229 |
| Variance | 4.2030886 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 97189 | |
| 1 | 808 | 0.8% |
| 2 | 278 | 0.3% |
| 3 | 150 | 0.2% |
| 4 | 98 | 0.1% |
| 5 | 62 | 0.1% |
| 6 | 45 | < 0.1% |
| 7 | 40 | < 0.1% |
| 8 | 29 | < 0.1% |
| 10 | 22 | < 0.1% |
| Other values (55) | 192 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 97189 | |
| 1 | 808 | 0.8% |
| 2 | 278 | 0.3% |
| 3 | 150 | 0.2% |
| 4 | 98 | 0.1% |
| 5 | 62 | 0.1% |
| 6 | 45 | < 0.1% |
| 7 | 40 | < 0.1% |
| 8 | 29 | < 0.1% |
| 9 | 20 | < 0.1% |
| Value | Count | Frequency (%) |
| 244 | 1 | |
| 217 | 1 | |
| 202 | 1 | |
| 185 | 1 | |
| 123 | 1 | |
| 122 | 1 | |
| 117 | 2 | |
| 113 | 1 | |
| 102 | 1 | |
| 96 | 1 |
productsSold
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 75 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1215917 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 96877 |
| Zeros (%) | 97.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 772.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.1268954 |
|---|---|
| Coefficient of variation (CV) | 17.492109 |
| Kurtosis | 2355.6734 |
| Mean | 0.1215917 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 41.595633 |
| Sum | 12027 |
| Variance | 4.5236838 |
| Monotonicity | Decreasing |
| Value | Count | Frequency (%) |
| 0 | 96877 | |
| 1 | 917 | 0.9% |
| 2 | 325 | 0.3% |
| 3 | 154 | 0.2% |
| 4 | 124 | 0.1% |
| 5 | 58 | 0.1% |
| 6 | 58 | 0.1% |
| 7 | 45 | < 0.1% |
| 9 | 42 | < 0.1% |
| 8 | 31 | < 0.1% |
| Other values (65) | 282 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 96877 | |
| 1 | 917 | 0.9% |
| 2 | 325 | 0.3% |
| 3 | 154 | 0.2% |
| 4 | 124 | 0.1% |
| 5 | 58 | 0.1% |
| 6 | 58 | 0.1% |
| 7 | 45 | < 0.1% |
| 8 | 31 | < 0.1% |
| 9 | 42 | < 0.1% |
| Value | Count | Frequency (%) |
| 174 | 1 | |
| 170 | 1 | |
| 163 | 1 | |
| 152 | 1 | |
| 125 | 1 | |
| 123 | 1 | |
| 108 | 1 | |
| 106 | 1 | |
| 104 | 1 | |
| 92 | 1 |
productsPassRate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 72 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.81230273 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 97979 |
| Zeros (%) | 99.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 772.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8.5002052 |
|---|---|
| Coefficient of variation (CV) | 10.464332 |
| Kurtosis | 114.03912 |
| Mean | 0.81230273 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.667299 |
| Sum | 80347.3 |
| Variance | 72.253488 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 97979 | |
| 100 | 441 | 0.4% |
| 66 | 63 | 0.1% |
| 50 | 57 | 0.1% |
| 75 | 42 | < 0.1% |
| 83 | 25 | < 0.1% |
| 90 | 25 | < 0.1% |
| 80 | 22 | < 0.1% |
| 85 | 20 | < 0.1% |
| 60 | 16 | < 0.1% |
| Other values (62) | 223 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 97979 | |
| 25 | 5 | < 0.1% |
| 28 | 2 | < 0.1% |
| 31 | 1 | < 0.1% |
| 33 | 8 | < 0.1% |
| 35 | 1 | < 0.1% |
| 37 | 2 | < 0.1% |
| 40 | 2 | < 0.1% |
| 41.6 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 441 | |
| 99 | 1 | < 0.1% |
| 98.7 | 1 | < 0.1% |
| 98 | 8 | < 0.1% |
| 96.4 | 1 | < 0.1% |
| 96.2 | 1 | < 0.1% |
| 96 | 5 | < 0.1% |
| 95 | 5 | < 0.1% |
| 94 | 8 | < 0.1% |
| 93 | 12 | < 0.1% |
productsWished
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 279 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5625954 |
| Minimum | 0 |
|---|---|
| Maximum | 2635 |
| Zeros | 89612 |
| Zeros (%) | 90.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 772.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 2635 |
| Range | 2635 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 25.192793 |
|---|---|
| Coefficient of variation (CV) | 16.122403 |
| Kurtosis | 3369.1631 |
| Mean | 1.5625954 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 49.256959 |
| Sum | 154561 |
| Variance | 634.67683 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 89612 | |
| 1 | 3375 | 3.4% |
| 2 | 1339 | 1.4% |
| 3 | 797 | 0.8% |
| 4 | 526 | 0.5% |
| 5 | 406 | 0.4% |
| 6 | 299 | 0.3% |
| 7 | 252 | 0.3% |
| 8 | 176 | 0.2% |
| 9 | 158 | 0.2% |
| Other values (269) | 1973 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 89612 | |
| 1 | 3375 | 3.4% |
| 2 | 1339 | 1.4% |
| 3 | 797 | 0.8% |
| 4 | 526 | 0.5% |
| 5 | 406 | 0.4% |
| 6 | 299 | 0.3% |
| 7 | 252 | 0.3% |
| 8 | 176 | 0.2% |
| 9 | 158 | 0.2% |
| Value | Count | Frequency (%) |
| 2635 | 1 | |
| 1916 | 1 | |
| 1900 | 1 | |
| 1842 | 1 | |
| 1820 | 1 | |
| 1783 | 1 | |
| 1622 | 1 | |
| 1295 | 1 | |
| 1225 | 1 | |
| 1113 | 1 |
productsBought
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 70 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17192887 |
| Minimum | 0 |
|---|---|
| Maximum | 405 |
| Zeros | 93494 |
| Zeros (%) | 94.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 772.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 405 |
| Range | 405 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.3322657 |
|---|---|
| Coefficient of variation (CV) | 13.565294 |
| Kurtosis | 11871.76 |
| Mean | 0.17192887 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 84.79736 |
| Sum | 17006 |
| Variance | 5.4394631 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 93494 | |
| 1 | 3297 | 3.3% |
| 2 | 845 | 0.9% |
| 3 | 364 | 0.4% |
| 4 | 214 | 0.2% |
| 5 | 139 | 0.1% |
| 6 | 108 | 0.1% |
| 7 | 65 | 0.1% |
| 8 | 52 | 0.1% |
| 9 | 40 | < 0.1% |
| Other values (60) | 295 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 93494 | |
| 1 | 3297 | 3.3% |
| 2 | 845 | 0.9% |
| 3 | 364 | 0.4% |
| 4 | 214 | 0.2% |
| 5 | 139 | 0.1% |
| 6 | 108 | 0.1% |
| 7 | 65 | 0.1% |
| 8 | 52 | 0.1% |
| 9 | 40 | < 0.1% |
| Value | Count | Frequency (%) |
| 405 | 1 | |
| 279 | 1 | |
| 174 | 1 | |
| 115 | 1 | |
| 105 | 1 | |
| 93 | 1 | |
| 87 | 1 | |
| 85 | 1 | |
| 81 | 1 | |
| 80 | 1 |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 772.9 KiB |
| F | |
|---|---|
| M |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 98913 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | F |
| 3rd row | F |
| 4th row | F |
| 5th row | F |
Common Values
| Value | Count | Frequency (%) |
| F | 76121 | |
| M | 22792 | 23.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| f | 76121 | |
| m | 22792 | 23.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 76121 | |
| M | 22792 | 23.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 98913 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 76121 | |
| M | 22792 | 23.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 98913 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| F | 76121 | |
| M | 22792 | 23.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 98913 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| F | 76121 | |
| M | 22792 | 23.0% |
civilityGenderId
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 772.9 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 | 437 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 98913 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 75684 | |
| 1 | 22792 | 23.0% |
| 3 | 437 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 75684 | |
| 1 | 22792 | 23.0% |
| 3 | 437 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 75684 | |
| 1 | 22792 | 23.0% |
| 3 | 437 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 98913 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 75684 | |
| 1 | 22792 | 23.0% |
| 3 | 437 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 98913 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 75684 | |
| 1 | 22792 | 23.0% |
| 3 | 437 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 98913 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 75684 | |
| 1 | 22792 | 23.0% |
| 3 | 437 | 0.4% |
civilityTitle
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 772.9 KiB |
| mrs | |
|---|---|
| mr | |
| miss | 437 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 2.7739933 |
| Min length | 2 |
Characters and Unicode
| Total characters | 274384 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | mr |
|---|---|
| 2nd row | mrs |
| 3rd row | mrs |
| 4th row | mrs |
| 5th row | mrs |
Common Values
| Value | Count | Frequency (%) |
| mrs | 75684 | |
| mr | 22792 | 23.0% |
| miss | 437 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| mrs | 75684 | |
| mr | 22792 | 23.0% |
| miss | 437 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 98913 | |
| r | 98476 | |
| s | 76558 | |
| i | 437 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 274384 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 98913 | |
| r | 98476 | |
| s | 76558 | |
| i | 437 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 274384 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| m | 98913 | |
| r | 98476 | |
| s | 76558 | |
| i | 437 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 274384 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| m | 98913 | |
| r | 98476 | |
| s | 76558 | |
| i | 437 | 0.2% |
hasAnyApp
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 96.7 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 72739 | |
| True | 26174 | 26.5% |
hasAndroidApp
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 96.7 KiB |
| False | |
|---|---|
| True | 4819 |
| Value | Count | Frequency (%) |
| False | 94094 | |
| True | 4819 | 4.9% |
hasIosApp
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 96.7 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 77386 | |
| True | 21527 | 21.8% |
hasProfilePicture
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 96.7 KiB |
| True | |
|---|---|
| False | 1895 |
| Value | Count | Frequency (%) |
| True | 97018 | |
| False | 1895 | 1.9% |
daysSinceLastLogin
Real number (ℝ)
| Distinct | 699 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 581.29124 |
| Minimum | 11 |
|---|---|
| Maximum | 709 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 772.9 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 572 |
| median | 694 |
| Q3 | 702 |
| 95-th percentile | 708 |
| Maximum | 709 |
| Range | 698 |
| Interquartile range (IQR) | 130 |
Descriptive statistics
| Standard deviation | 208.85589 |
|---|---|
| Coefficient of variation (CV) | 0.35929647 |
| Kurtosis | 1.3887049 |
| Mean | 581.29124 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -1.6754252 |
| Sum | 57497260 |
| Variance | 43620.782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 702 | 3838 | 3.9% |
| 703 | 3792 | 3.8% |
| 695 | 3677 | 3.7% |
| 696 | 3565 | 3.6% |
| 701 | 3516 | 3.6% |
| 700 | 3397 | 3.4% |
| 693 | 3384 | 3.4% |
| 694 | 3368 | 3.4% |
| 705 | 3328 | 3.4% |
| 704 | 3284 | 3.3% |
| Other values (689) | 63764 |
| Value | Count | Frequency (%) |
| 11 | 811 | |
| 12 | 409 | |
| 13 | 344 | |
| 14 | 311 | 0.3% |
| 15 | 235 | 0.2% |
| 16 | 189 | 0.2% |
| 17 | 208 | 0.2% |
| 18 | 151 | 0.2% |
| 19 | 125 | 0.1% |
| 20 | 143 | 0.1% |
| Value | Count | Frequency (%) |
| 709 | 2910 | |
| 708 | 2857 | |
| 707 | 2797 | |
| 706 | 2643 | |
| 705 | 3328 | |
| 704 | 3284 | |
| 703 | 3792 | |
| 702 | 3838 | |
| 701 | 3516 | |
| 700 | 3397 |
seniority
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3063.7719 |
| Minimum | 2852 |
|---|---|
| Maximum | 3205 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 772.9 KiB |
Quantile statistics
| Minimum | 2852 |
|---|---|
| 5-th percentile | 2853 |
| Q1 | 2857 |
| median | 3196 |
| Q3 | 3201 |
| 95-th percentile | 3205 |
| Maximum | 3205 |
| Range | 353 |
| Interquartile range (IQR) | 344 |
Descriptive statistics
| Standard deviation | 168.29862 |
|---|---|
| Coefficient of variation (CV) | 0.054931838 |
| Kurtosis | -1.8165044 |
| Mean | 3063.7719 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.42708968 |
| Sum | 3.0304687 × 108 |
| Variance | 28324.426 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3199 | 6366 | 6.4% |
| 3198 | 6126 | 6.2% |
| 2857 | 5984 | 6.0% |
| 2856 | 5945 | 6.0% |
| 3197 | 5686 | 5.7% |
| 3196 | 5577 | 5.6% |
| 3200 | 5496 | 5.6% |
| 3201 | 5487 | 5.5% |
| 3205 | 5310 | 5.4% |
| 2855 | 5267 | 5.3% |
| Other values (9) | 41669 |
| Value | Count | Frequency (%) |
| 2852 | 2506 | |
| 2853 | 4824 | |
| 2854 | 5192 | |
| 2855 | 5267 | |
| 2856 | 5945 | |
| 2857 | 5984 | |
| 2858 | 4848 | |
| 2859 | 4552 | |
| 3195 | 5134 | |
| 3196 | 5577 |
| Value | Count | Frequency (%) |
| 3205 | 5310 | |
| 3204 | 5070 | |
| 3203 | 4921 | |
| 3202 | 4622 | |
| 3201 | 5487 | |
| 3200 | 5496 | |
| 3199 | 6366 | |
| 3198 | 6126 | |
| 3197 | 5686 | |
| 3196 | 5577 |
seniorityAsMonths
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.12558 |
| Minimum | 95.07 |
|---|---|
| Maximum | 106.83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 772.9 KiB |
Quantile statistics
| Minimum | 95.07 |
|---|---|
| 5-th percentile | 95.1 |
| Q1 | 95.23 |
| median | 106.53 |
| Q3 | 106.7 |
| 95-th percentile | 106.83 |
| Maximum | 106.83 |
| Range | 11.76 |
| Interquartile range (IQR) | 11.47 |
Descriptive statistics
| Standard deviation | 5.6097349 |
|---|---|
| Coefficient of variation (CV) | 0.054929771 |
| Kurtosis | -1.8165054 |
| Mean | 102.12558 |
| Median Absolute Deviation (MAD) | 0.27 |
| Skewness | -0.42709158 |
| Sum | 10101548 |
| Variance | 31.469126 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 106.63 | 6366 | 6.4% |
| 106.6 | 6126 | 6.2% |
| 95.23 | 5984 | 6.0% |
| 95.2 | 5945 | 6.0% |
| 106.57 | 5686 | 5.7% |
| 106.53 | 5577 | 5.6% |
| 106.67 | 5496 | 5.6% |
| 106.7 | 5487 | 5.5% |
| 106.83 | 5310 | 5.4% |
| 95.17 | 5267 | 5.3% |
| Other values (9) | 41669 |
| Value | Count | Frequency (%) |
| 95.07 | 2506 | |
| 95.1 | 4824 | |
| 95.13 | 5192 | |
| 95.17 | 5267 | |
| 95.2 | 5945 | |
| 95.23 | 5984 | |
| 95.27 | 4848 | |
| 95.3 | 4552 | |
| 106.5 | 5134 | |
| 106.53 | 5577 |
| Value | Count | Frequency (%) |
| 106.83 | 5310 | |
| 106.8 | 5070 | |
| 106.77 | 4921 | |
| 106.73 | 4622 | |
| 106.7 | 5487 | |
| 106.67 | 5496 | |
| 106.63 | 6366 | |
| 106.6 | 6126 | |
| 106.57 | 5686 | |
| 106.53 | 5577 |
seniorityAsYears
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.5104244 |
| Minimum | 7.92 |
|---|---|
| Maximum | 8.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 772.9 KiB |
Quantile statistics
| Minimum | 7.92 |
|---|---|
| 5-th percentile | 7.92 |
| Q1 | 7.94 |
| median | 8.88 |
| Q3 | 8.89 |
| 95-th percentile | 8.9 |
| Maximum | 8.9 |
| Range | 0.98 |
| Interquartile range (IQR) | 0.95 |
Descriptive statistics
| Standard deviation | 0.46786295 |
|---|---|
| Coefficient of variation (CV) | 0.054975278 |
| Kurtosis | -1.8163167 |
| Mean | 8.5104244 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | -0.42731135 |
| Sum | 841791.61 |
| Variance | 0.21889574 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.88 | 22523 | |
| 8.89 | 21971 | |
| 7.93 | 16404 | |
| 7.94 | 15384 | |
| 8.9 | 15301 | |
| 7.92 | 7330 | 7.4% |
| Value | Count | Frequency (%) |
| 7.92 | 7330 | 7.4% |
| 7.93 | 16404 | |
| 7.94 | 15384 | |
| 8.88 | 22523 | |
| 8.89 | 21971 | |
| 8.9 | 15301 |
| Value | Count | Frequency (%) |
| 8.9 | 15301 | |
| 8.89 | 21971 | |
| 8.88 | 22523 | |
| 7.94 | 15384 | |
| 7.93 | 16404 | |
| 7.92 | 7330 | 7.4% |
countryCode
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 199 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 772.9 KiB |
| fr | |
|---|---|
| us | |
| gb | |
| it | |
| de | |
| Other values (194) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 197826 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | gb |
|---|---|
| 2nd row | mc |
| 3rd row | fr |
| 4th row | us |
| 5th row | us |
Common Values
| Value | Count | Frequency (%) |
| fr | 25135 | |
| us | 20602 | |
| gb | 11310 | |
| it | 8015 | 8.1% |
| de | 6567 | 6.6% |
| es | 5706 | 5.8% |
| au | 2719 | 2.7% |
| dk | 1892 | 1.9% |
| se | 1826 | 1.8% |
| be | 1666 | 1.7% |
| Other values (189) | 13475 |
Length
| Value | Count | Frequency (%) |
| fr | 25135 | |
| us | 20602 | |
| gb | 11310 | |
| it | 8015 | 8.1% |
| de | 6567 | 6.6% |
| es | 5706 | 5.8% |
| au | 2719 | 2.7% |
| dk | 1892 | 1.9% |
| se | 1826 | 1.8% |
| be | 1666 | 1.7% |
| Other values (189) | 13475 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 28735 | |
| r | 26825 | |
| f | 25826 | |
| u | 24113 | |
| e | 16593 | |
| b | 13298 | |
| g | 12103 | |
| i | 9586 | 4.8% |
| t | 9352 | 4.7% |
| d | 8670 | 4.4% |
| Other values (16) | 22725 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 197826 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 28735 | |
| r | 26825 | |
| f | 25826 | |
| u | 24113 | |
| e | 16593 | |
| b | 13298 | |
| g | 12103 | |
| i | 9586 | 4.8% |
| t | 9352 | 4.7% |
| d | 8670 | 4.4% |
| Other values (16) | 22725 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 197826 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 28735 | |
| r | 26825 | |
| f | 25826 | |
| u | 24113 | |
| e | 16593 | |
| b | 13298 | |
| g | 12103 | |
| i | 9586 | 4.8% |
| t | 9352 | 4.7% |
| d | 8670 | 4.4% |
| Other values (16) | 22725 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 197826 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 28735 | |
| r | 26825 | |
| f | 25826 | |
| u | 24113 | |
| e | 16593 | |
| b | 13298 | |
| g | 12103 | |
| i | 9586 | 4.8% |
| t | 9352 | 4.7% |
| d | 8670 | 4.4% |
| Other values (16) | 22725 |
| identifierHash | socialNbFollowers | socialNbFollows | socialProductsLiked | productsListed | productsSold | productsPassRate | productsWished | productsBought | daysSinceLastLogin | seniority | seniorityAsMonths | seniorityAsYears | language | gender | civilityGenderId | civilityTitle | hasAnyApp | hasAndroidApp | hasIosApp | hasProfilePicture | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| identifierHash | 1.000 | -0.001 | -0.002 | 0.003 | -0.001 | 0.003 | 0.001 | 0.000 | -0.001 | -0.001 | 0.002 | 0.002 | 0.002 | 0.000 | 0.003 | 0.006 | 0.006 | 0.000 | 0.000 | 0.004 | 0.000 |
| socialNbFollowers | -0.001 | 1.000 | 0.274 | 0.256 | 0.272 | 0.327 | 0.256 | 0.228 | 0.302 | -0.207 | -0.025 | -0.025 | -0.028 | 0.004 | 0.000 | 0.013 | 0.013 | 0.020 | 0.009 | 0.017 | 0.087 |
| socialNbFollows | -0.002 | 0.274 | 1.000 | 0.311 | 0.146 | 0.162 | 0.136 | 0.307 | 0.264 | -0.200 | -0.000 | -0.000 | -0.000 | 0.002 | 0.002 | 0.000 | 0.000 | 0.008 | 0.013 | 0.008 | 0.039 |
| socialProductsLiked | 0.003 | 0.256 | 0.311 | 1.000 | 0.178 | 0.186 | 0.154 | 0.476 | 0.313 | -0.401 | 0.004 | 0.004 | 0.004 | 0.003 | 0.004 | 0.000 | 0.000 | 0.006 | 0.000 | 0.008 | 0.046 |
| productsListed | -0.001 | 0.272 | 0.146 | 0.178 | 1.000 | 0.552 | 0.533 | 0.137 | 0.122 | -0.188 | 0.001 | 0.001 | 0.000 | 0.011 | 0.006 | 0.034 | 0.034 | 0.025 | 0.011 | 0.023 | 0.098 |
| productsSold | 0.003 | 0.327 | 0.162 | 0.186 | 0.552 | 1.000 | 0.681 | 0.137 | 0.144 | -0.198 | 0.002 | 0.002 | 0.003 | 0.016 | 0.000 | 0.034 | 0.034 | 0.044 | 0.012 | 0.044 | 0.147 |
| productsPassRate | 0.001 | 0.256 | 0.136 | 0.154 | 0.533 | 0.681 | 1.000 | 0.116 | 0.112 | -0.151 | 0.000 | 0.000 | 0.001 | 0.026 | 0.000 | 0.055 | 0.055 | 0.097 | 0.033 | 0.092 | 0.279 |
| productsWished | 0.000 | 0.228 | 0.307 | 0.476 | 0.137 | 0.137 | 0.116 | 1.000 | 0.350 | -0.315 | 0.003 | 0.003 | 0.004 | 0.002 | 0.000 | 0.015 | 0.015 | 0.030 | 0.021 | 0.025 | 0.091 |
| productsBought | -0.001 | 0.302 | 0.264 | 0.313 | 0.122 | 0.144 | 0.112 | 0.350 | 1.000 | -0.262 | 0.008 | 0.008 | 0.007 | 0.000 | 0.000 | 0.014 | 0.014 | 0.016 | 0.000 | 0.017 | 0.059 |
| daysSinceLastLogin | -0.001 | -0.207 | -0.200 | -0.401 | -0.188 | -0.198 | -0.151 | -0.315 | -0.262 | 1.000 | 0.368 | 0.368 | 0.361 | 0.031 | 0.033 | 0.058 | 0.058 | 0.234 | 0.088 | 0.224 | 0.224 |
| seniority | 0.002 | -0.025 | -0.000 | 0.004 | 0.001 | 0.002 | 0.000 | 0.003 | 0.008 | 0.368 | 1.000 | 1.000 | 0.984 | 0.025 | 0.000 | 0.000 | 0.000 | 0.004 | 0.007 | 0.000 | 0.000 |
| seniorityAsMonths | 0.002 | -0.025 | -0.000 | 0.004 | 0.001 | 0.002 | 0.000 | 0.003 | 0.008 | 0.368 | 1.000 | 1.000 | 0.984 | 0.025 | 0.000 | 0.000 | 0.000 | 0.004 | 0.007 | 0.000 | 0.000 |
| seniorityAsYears | 0.002 | -0.028 | -0.000 | 0.004 | 0.000 | 0.003 | 0.001 | 0.004 | 0.007 | 0.361 | 0.984 | 0.984 | 1.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.004 | 0.007 | 0.000 | 0.000 |
| language | 0.000 | 0.004 | 0.002 | 0.003 | 0.011 | 0.016 | 0.026 | 0.002 | 0.000 | 0.031 | 0.025 | 0.025 | 0.025 | 1.000 | 0.074 | 0.056 | 0.056 | 0.092 | 0.148 | 0.078 | 0.037 |
| gender | 0.003 | 0.000 | 0.002 | 0.004 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.074 | 1.000 | 1.000 | 1.000 | 0.088 | 0.045 | 0.072 | 0.004 |
| civilityGenderId | 0.006 | 0.013 | 0.000 | 0.000 | 0.034 | 0.034 | 0.055 | 0.015 | 0.014 | 0.058 | 0.000 | 0.000 | 0.000 | 0.056 | 1.000 | 1.000 | 1.000 | 0.091 | 0.056 | 0.073 | 0.074 |
| civilityTitle | 0.006 | 0.013 | 0.000 | 0.000 | 0.034 | 0.034 | 0.055 | 0.015 | 0.014 | 0.058 | 0.000 | 0.000 | 0.000 | 0.056 | 1.000 | 1.000 | 1.000 | 0.091 | 0.056 | 0.073 | 0.074 |
| hasAnyApp | 0.000 | 0.020 | 0.008 | 0.006 | 0.025 | 0.044 | 0.097 | 0.030 | 0.016 | 0.234 | 0.004 | 0.004 | 0.004 | 0.092 | 0.088 | 0.091 | 0.091 | 1.000 | 0.377 | 0.879 | 0.139 |
| hasAndroidApp | 0.000 | 0.009 | 0.013 | 0.000 | 0.011 | 0.012 | 0.033 | 0.021 | 0.000 | 0.088 | 0.007 | 0.007 | 0.007 | 0.148 | 0.045 | 0.056 | 0.056 | 0.377 | 1.000 | 0.100 | 0.038 |
| hasIosApp | 0.004 | 0.017 | 0.008 | 0.008 | 0.023 | 0.044 | 0.092 | 0.025 | 0.017 | 0.224 | 0.000 | 0.000 | 0.000 | 0.078 | 0.072 | 0.073 | 0.073 | 0.879 | 0.100 | 1.000 | 0.133 |
| hasProfilePicture | 0.000 | 0.087 | 0.039 | 0.046 | 0.098 | 0.147 | 0.279 | 0.091 | 0.059 | 0.224 | 0.000 | 0.000 | 0.000 | 0.037 | 0.004 | 0.074 | 0.074 | 0.139 | 0.038 | 0.133 | 1.000 |
| identifierHash | type | country | language | socialNbFollowers | socialNbFollows | socialProductsLiked | productsListed | productsSold | productsPassRate | productsWished | productsBought | gender | civilityGenderId | civilityTitle | hasAnyApp | hasAndroidApp | hasIosApp | hasProfilePicture | daysSinceLastLogin | seniority | seniorityAsMonths | seniorityAsYears | countryCode | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -1097895247965112460 | user | Royaume-Uni | en | 147 | 10 | 77 | 26 | 174 | 74.0 | 104 | 1 | M | 1 | mr | True | False | True | True | 11 | 3196 | 106.53 | 8.88 | gb |
| 1 | 2347567364561867620 | user | Monaco | en | 167 | 8 | 2 | 19 | 170 | 99.0 | 0 | 0 | F | 2 | mrs | True | False | True | True | 12 | 3204 | 106.80 | 8.90 | mc |
| 2 | 6870940546848049750 | user | France | fr | 137 | 13 | 60 | 33 | 163 | 94.0 | 10 | 3 | F | 2 | mrs | True | False | True | False | 11 | 3203 | 106.77 | 8.90 | fr |
| 3 | -4640272621319568052 | user | Etats-Unis | en | 131 | 10 | 14 | 122 | 152 | 92.0 | 7 | 0 | F | 2 | mrs | True | False | True | False | 12 | 3198 | 106.60 | 8.88 | us |
| 4 | -5175830994878542658 | user | Etats-Unis | en | 167 | 8 | 0 | 25 | 125 | 100.0 | 0 | 0 | F | 2 | mrs | False | False | False | True | 22 | 2854 | 95.13 | 7.93 | us |
| 5 | 7631788075812383072 | user | Allemagne | de | 130 | 12 | 1 | 47 | 123 | 91.0 | 0 | 0 | F | 2 | mrs | True | False | True | False | 11 | 3196 | 106.53 | 8.88 | de |
| 6 | 674361423306028463 | user | Suède | en | 121 | 0 | 1140 | 31 | 108 | 94.0 | 531 | 105 | F | 3 | miss | True | True | False | False | 11 | 3198 | 106.60 | 8.88 | se |
| 7 | 2550976450216757005 | user | France | fr | 53 | 9 | 3 | 5 | 106 | 98.0 | 0 | 0 | F | 2 | mrs | True | False | True | True | 11 | 2857 | 95.23 | 7.94 | fr |
| 8 | 3718185418791028367 | user | Italie | it | 744 | 13764 | 51671 | 0 | 104 | 85.0 | 1842 | 0 | F | 2 | mrs | True | False | True | False | 14 | 3195 | 106.50 | 8.88 | it |
| 9 | 3908244093584862523 | user | Royaume-Uni | en | 57 | 8 | 45 | 123 | 92 | 74.0 | 6 | 2 | F | 3 | miss | True | False | True | True | 11 | 2856 | 95.20 | 7.93 | gb |
| identifierHash | type | country | language | socialNbFollowers | socialNbFollows | socialProductsLiked | productsListed | productsSold | productsPassRate | productsWished | productsBought | gender | civilityGenderId | civilityTitle | hasAnyApp | hasAndroidApp | hasIosApp | hasProfilePicture | daysSinceLastLogin | seniority | seniorityAsMonths | seniorityAsYears | countryCode | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 98903 | -2219367748414812248 | user | Espagne | es | 3 | 8 | 0 | 0 | 0 | 0.0 | 0 | 0 | F | 2 | mrs | True | False | True | True | 112 | 3204 | 106.8 | 8.9 | es |
| 98904 | 2896867688384676348 | user | Royaume-Uni | en | 3 | 8 | 0 | 0 | 0 | 0.0 | 0 | 0 | F | 2 | mrs | False | False | False | True | 708 | 3204 | 106.8 | 8.9 | gb |
| 98905 | 3164321379397826945 | user | Etats-Unis | en | 3 | 8 | 6 | 0 | 0 | 0.0 | 0 | 0 | F | 2 | mrs | False | False | False | True | 655 | 3204 | 106.8 | 8.9 | us |
| 98906 | -3379431417039360607 | user | Irlande | en | 3 | 8 | 0 | 0 | 0 | 0.0 | 0 | 0 | F | 2 | mrs | False | False | False | True | 708 | 3204 | 106.8 | 8.9 | ie |
| 98907 | -5212100190867739388 | user | Etats-Unis | en | 3 | 8 | 0 | 0 | 0 | 0.0 | 0 | 0 | F | 2 | mrs | False | False | False | True | 708 | 3204 | 106.8 | 8.9 | us |
| 98908 | -5324380437900495747 | user | Etats-Unis | fr | 3 | 8 | 0 | 0 | 0 | 0.0 | 0 | 0 | M | 1 | mr | False | False | False | True | 708 | 3204 | 106.8 | 8.9 | us |
| 98909 | -5607668753771114442 | user | France | fr | 3 | 8 | 0 | 0 | 0 | 0.0 | 0 | 0 | M | 1 | mr | True | False | True | True | 695 | 3204 | 106.8 | 8.9 | fr |
| 98910 | 350630276238833248 | user | Belgique | en | 3 | 8 | 0 | 0 | 0 | 0.0 | 0 | 0 | M | 1 | mr | True | True | False | True | 520 | 3204 | 106.8 | 8.9 | be |
| 98911 | 2006580738726207028 | user | Italie | it | 3 | 8 | 0 | 0 | 0 | 0.0 | 0 | 0 | F | 2 | mrs | False | False | False | True | 267 | 3204 | 106.8 | 8.9 | it |
| 98912 | -7621316584087253691 | user | Guinée | fr | 3 | 8 | 0 | 0 | 0 | 0.0 | 0 | 0 | M | 1 | mr | True | False | True | True | 561 | 3204 | 106.8 | 8.9 | gn |